![]() Our primary systems are built on several effective variants of Transformer, e.g., Transformer-DLCL, ODE-Transformer. We made submissions to 9 language directions, including English2Chinese, Japanese, Russian, Icelandic and English2Hausa tasks. This paper describes NiuTrans neural machine translation systems of the WMT 2021 news translation tasks. Proceedings of the Sixth Conference on Machine TranslationĪssociation for Computational Linguistics The NiuTrans Machine Translation Systems for WMT21 We also utilize back-translation, knowledge distillation, post-ensemble, and iterative fine-tuning techniques to enhance the model performance further.", ![]() Publisher = "Association for Computational Linguistics",Ībstract = "This paper describes NiuTrans neural machine translation systems of the WMT 2021 news translation tasks. Cite (Informal): The NiuTrans Machine Translation Systems for WMT21 (Zhou et al., WMT 2021) Copy Citation: BibTeX Markdown MODS XML Endnote More options… PDF: = "The 21",īooktitle = "Proceedings of the Sixth Conference on Machine Translation", Association for Computational Linguistics. In Proceedings of the Sixth Conference on Machine Translation, pages 265–272, Online. The NiuTrans Machine Translation Systems for WMT21. Anthology ID: 2021.wmt-1.26 Volume: Proceedings of the Sixth Conference on Machine Translation Month: November Year: 2021 Address: Online Venue: WMT SIG: SIGMT Publisher: Association for Computational Linguistics Note: Pages: 265–272 Language: URL: DOI: Bibkey: zhou-etal-2021-niutrans Cite (ACL): Shuhan Zhou, Tao Zhou, Binghao Wei, Yingfeng Luo, Yongyu Mu, Zefan Zhou, Chenglong Wang, Xuanjun Zhou, Chuanhao Lv, Yi Jing, Laohu Wang, Jingnan Zhang, Canan Huang, Zhongxiang Yan, Chi Hu, Bei Li, Tong Xiao, and Jingbo Zhu. We also utilize back-translation, knowledge distillation, post-ensemble, and iterative fine-tuning techniques to enhance the model performance further. Abstract This paper describes NiuTrans neural machine translation systems of the WMT 2021 news translation tasks.
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